michaeltrs / DeepSatModelsLinks
Deep learning models for remote sensing applications
☆194Updated last year
Alternatives and similar repositories for DeepSatModels
Users that are interested in DeepSatModels are comparing it to the libraries listed below
Sorting:
- PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.☆176Updated last year
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆90Updated 2 years ago
- ☆239Updated last year
- SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation☆254Updated last year
- [RSE 2021] Crop mapping from image time series: deep learning with multi-scale label hierarchies☆63Updated last year
- Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities☆150Updated 2 months ago
- Official implementation of "DeepCropMapping: A multi-temporal deep learning approach with improved spatial generalizability for dynamic c…☆65Updated 4 years ago
- The official code repository for paper "Rethinking the Encoding of Satellite Image Time Series".☆43Updated 2 months ago
- ☆33Updated last year
- Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning☆101Updated 10 months ago
- Crop type mapping of small holder farms in Ghana, and South Sudan☆89Updated 2 years ago
- A Satellite Time Series Dataset for Crop Type Identification☆206Updated 3 years ago
- PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-At…☆207Updated 3 years ago
- Lightweight, Pre-trained Transformers for Remote Sensing Timeseries☆240Updated 2 months ago
- Semantic segmentation from multi-source optical data (baseline for the FLAIR#2 challenge)☆81Updated last month
- ☆35Updated 2 years ago
- ☆28Updated last year
- Repository for SEN12MS related codes and utilities☆115Updated last year
- Code and models for efficient training on the BigEarthNet dataset for Land Use Land Cover classification☆67Updated 2 years ago
- ☆122Updated 10 months ago
- Python code for the DECODE method and mxnet code for Fractal ResUNet☆46Updated 4 years ago
- Open source remote sensing dataset with benchmarks☆204Updated last year
- The source code of TFBS model☆14Updated 3 years ago
- ☆201Updated 4 years ago
- Repo for testing foundation models☆56Updated last year
- This is the repository for "A Segment Anything Model based weaky supervised learning method for crop mapping using Sentinel-2 time series…☆19Updated 11 months ago
- This repository contains code for implementing multi class semantic segmentation (specifically applied to satellite image classification)…☆50Updated 2 years ago
- ☆38Updated 2 years ago
- S1S2-Water: A global dataset for semantic segmentation of water bodies from Sentinel-1 and Sentinel-2 satellite images☆46Updated last year
- A deep learning model for surface water mapping based on satellite optical image.☆112Updated 4 years ago